Think bayesian
Pipeline for data science project
Pipeline for data science project
Ensemble Methods
some kinds of ensemble methods
Advanced features
How to generate advanced features
Practical Guide for Kaggle Competition
Practical guide and general pipeline for data science competition
Hyperparameters tuning
How to tune the Hyperparameters
Mean Encodings
For different types of Mean Encodings
Metrics
Why should we care about metric
Exploratory data analysis
How to do exploratory data analysis
Feature Engineering Introduction
Some useful technique to do feature engineering